Systems and methods for management of virtual machine resources in a network environment

ABSTRACT

A system and method for managing virtual machines in a network. A plurality of virtual machine (VM) requests are received. At least one resource requirement associated with the requests is selected. The plurality of VM requests are grouped into a plurality of request groupings based on a measurement of the at least one resource requirement. The plurality of VM requests are assigned to at least one server through utilization of the request groupings.

TECHNICAL FIELD

This disclosure relates generally to network management and, more specifically, to assigning and configuring general purpose hardware to support virtual network functions. More particularly, the disclosure relates to managing virtual machine resources within a network environment.

BACKGROUND

Telecommunication networks have migrated from using specialized networking equipment executing on dedicated hardware, like routers, firewalls, application specific servers, and gateways, to software defined networks (SDNs) executing as virtualized network functions (VNFs) in a cloud infrastructure. VNFs are a set of virtual machines (VMs) that are instantiated on general purpose hardware. For a virtualized telecommunication network to function efficiency, it is important that the hardware resources of its underlying cloud infrastructure be assigned efficiently.

However, there are barriers to efficient assignment of hardware resources. For instance, the sheer volume of VMs and corresponding hardware resources makes assignment of resources a complex undertaking. In addition, VNFs and VMs may have their own unique resource and performance requirements, which may be in conflict with each other. Finally, hardware resources must be efficiently assigned to VNFs and VMs, in accordance with their needs, while providing quality and reliable services to end users. Therefore, there is a need for the systems and methods described in the present disclosure for managing VM resources within a network environment.

SUMMARY

According to an example, the disclosure generally includes a system for managing virtual machines within a network infrastructure. A processor, an input/output device coupled to the processor, and a memory coupled with the processor are provided. The memory comprises executable instructions that when executed by the processor cause the processor to effectuate operations. The operations include receiving a plurality of virtual machine (VM) requests. Selecting at least one resource requirement associated with the requests. Grouping the plurality of VM instantiation or termination requests into a plurality of request groupings based on the at least one resource requirement, and assigning the plurality of VM requests to at least one server through utilization of the request groupings.

Another example includes a method for managing virtual machines within a network infrastructure. At least one resource requirement associated with a plurality of virtual machine (VM) requests is selected. The plurality of VM requests are grouped based on the at least one resource requirement. The plurality of VM requests are assigned to at least one server through utilization of the grouping.

BRIEF DESCRIPTION OF THE DRAWINGS

In the following description, for purposes of explanation, numerous specific details are set forth in order to provide an understanding of the variations in implementing the disclosed technology. However, the instant disclosure may take many different forms and should not be construed as limited to the examples set forth herein. Where practical, like numbers refer to like elements throughout.

FIG. 1A is a representation of an exemplary network.

FIG. 1B is a representation of an exemplary hardware platform.

FIG. 2A is a representation of a system for managing VMs within a network infrastructure according to an example.

FIG. 2B depicts a server configuration according to one example.

FIG. 2C is a flowchart depicting an exemplary process for managing VMs according to an example.

FIG. 3 is a representation of a network device according to an example.

FIG. 4 depicts an exemplary communication system that provide wireless telecommunication services over wireless communication networks that may be at least partially virtualized.

FIG. 5 depicts an exemplary diagrammatic representation of a machine in the form of a computer system.

FIG. 6 is a representation of a telecommunications network.

FIG. 7 is a representation of a core network.

FIG. 8 is a representation packet-based mobile cellular network environment.

FIG. 9 is a representation of a GPRS network.

FIG. 10 is a representation a PLMN architecture.

DETAILED DESCRIPTION

FIG. 1A is a representation of an exemplary system 100. System 100 may include a plurality of devices 101. Exemplary devices may include switches, routers, base station, mobile devices, desktop computers, and/or servers. Virtualized functions may be implemented using devices 101 in lieu of having dedicated hardware for every network function. That is, general purpose hardware of network 100 may be configured to run virtualized functions to support communication services, such as mobility services, including consumer services and enterprise services. These services may be provided or measured in sessions. For example, a one or more virtualized functions may be dynamically created and terminated as needed.

Referring further to FIG. 1A, one example of virtualized functions are virtual network functions (VNFs) 102 and virtual machines (VMs) 104. In one example, a VNF 102 is a logical concept in which one or more VMs 104 in the aggregate perform the functionality of a VNF 102. Each device 101 in network may include one or more VMs 104. Each device 101 may include a hypervisor or the like that may be used to generate one or more VNFs 102 and/or VMs 104.

A virtual network function(s) (VNF) 102 may be able to support a limited number of sessions. Each VNF 102 may have a VNF type that indicates its functionality or role. For example, FIG. 1A illustrates a gateway VNF 102 a and a policy and charging rules function (PCRF) VNF 102 b. Additionally or alternatively, VNFs 102 may include other types of VNFs. Each VNF 102 may use one or more virtual machine (VM) 104 to operate. In one example, a VNF is logical group of VMs. Each VM 104 may have a VM type that indicates its functionality or role. A VM 104 may include other types of VMs. Each VM 104 may consume various network resources from one or more devices 101. In the example shown in FIG. 1A, a hardware platform 106 is shown. Hardware platform 106 may comprise a collection of one or more devices 101 (e.g. servers) that are operating in geographic location. Hardware platform 106 may include on or more virtualized functions, such as resources 108. Examples of resource 108, include, but are not limited to, a virtual central processing unit (vCPU) 108 a, memory 108 b, or a network interface card (NIC) 108 c. Additionally or alternatively, hardware platform 106 may include other types of resources 108. One or more hardware platforms 106 may reside in a same geographic location or they may be distributed over multiple geographic locations.

While FIG. 1A illustrates resources 108 as collectively contained in a hardware platform 106, the configuration of hardware platform 106 may isolate, for example, certain memory 108 c from other memory 108 c. FIG. 1B provides an exemplary implementation of hardware platform 106.

Hardware platform 106 may comprise one or more chasses 110. Chassis 110 may refer to the physical housing or platform for multiple servers or other network equipment. In an aspect, chassis 110 may also refer to the underlying network equipment. Chassis 110 may include one or more servers 112. Server 112 may comprise general purpose computer hardware or a computer. In an aspect, chassis 110 may comprise a metal rack, and servers 112 of chassis 110 may comprise blade servers that are physically mounted in or on chassis 110.

Each server 112 may include one or more network resources 108, as illustrated. Servers 112 may be communicatively coupled together (not shown) in any combination or arrangement. For example, all servers 112 within a given chassis 110 may be communicatively coupled. As another example, servers 112 in different chasses 110 may be communicatively coupled. Additionally or alternatively, chasses 110 may be communicatively coupled together (not shown) in any combination or arrangement.

The characteristics of each chassis 110 and each server 112 may differ. For example, FIG. 1B illustrates that the number of servers 112 within two chasses 110 may vary. Additionally or alternatively, the type or number of resources 110 within each server 112 may vary. In an aspect, chassis 110 may be used to group servers 112 with the same resource characteristics. In another aspect, servers 112 within the same chassis 110 may have different resource characteristics.

Given hardware platform 106, the number of sessions that may be instantiated or the transaction rate may vary depending upon how efficiently resources 108 are assigned to different VMs 104. For example, assignment of VMs 104 to particular resources 108 may be constrained by one or more rules. For example, a first rule may require that resources 108 assigned to a particular VM 104 be on the same server 112 or set of servers 112. For example, if VM 104 uses eight vCPUs 108 a, 1 GB of memory 108 b, and 2 NICs 108 c, the rules may require that all of these resources 108 be sourced from the same server 112. Additionally or alternatively, VM 104 may require splitting resources 108 among multiple servers 112, but such splitting may need to conform with certain restrictions. For example, resources 108 for VM 104 may be able to be split between two servers 112. Default rules may apply. For example, a default rule may require that all resources 108 for a given VM 104 must come from the same server 112.

An affinity rule may restrict assignment of resources 108 for a particular VM 104 (or a particular type of VM 104). For example, an affinity rule may require that certain VMs 104 be instantiated on (that is, consume resources from) the same server 112 or chassis 110. For example, if VNF 102 uses six MCM VMs 104 a, an affinity rule may dictate that those six MCM VMs 104 a be instantiated on the same server 112 (or chassis 110). As another example, if VNF 102 uses MCM VMs 104 a, ASM VMs 104 b, and a third type of VMs 104, an affinity rule may dictate that at least the MCM VMs 104 a and the ASM VMs 104 b be instantiated on the same server 112 (or chassis 110). Affinity rules may restrict assignment of resources 108 based on the identity or type of resource 108, VNF 102, VM 104, chassis 110, server 112, or any combination thereof.

An anti-affinity rule may restrict assignment of resources 108 for a particular VM 104 (or a particular type of VM 104). In contrast to an affinity rule—which may require that certain VMs 104 be instantiated on the same server 112 or chassis 110—an anti-affinity rule requires that certain VMs 104 be instantiated on different servers 112 (or different chassis 110). For example, an anti-affinity rule may require that MCM VM 104 a be instantiated on a particular server 112 that does not contain any ASM VMs 104 b. As another example, an anti-affinity rule may require that MCM VMs 104 a for a first VNF 102 be instantiated on a different server 112 (or chassis 110) than MCM VMs 104 a for a second VNF 102. Anti-affinity rules may restrict assignment of resources 108 based on the identity or type of resource 108, VNF 102, VM 104, chassis 110, server 112, or any combination thereof.

Within these constraints, resources 108 of hardware platform 106 may be assigned to instantiate VMs 104, which in turn may be used to instantiate VNFs 102, which in turn may be used to establish sessions. The different combinations for how such resources 108 may be assigned may vary in complexity and efficiency. For example, different assignments may have different limits of the number of sessions that can be established given a particular hardware platform 106.

Referring to FIG. 2A, a system 200 for managing VMs 104 on a network is provided for illustrative purposes. In one embodiment, system 200 includes data interface 201, selection component 203, database 205, grouping component 207, and assignment component 209. System 200 in one example may be configured to receive requests to instantiate VNFs 102 and/or VMs 104. In one embodiment, system 200 may manage VNFs 102 and/or VMs 104 at one site within a network infrastructure. In another embodiment, system 200 may manage VNFs 102 and/or VMs 104 at multiple sites. In another embodiment, system 200 may manage VNFs 102 and/or VMs 104 for a portion of a site or a portion of multiple sites. For the purposes of brevity, in the remainder of this disclosure, the operations of system 200 may be described in the context of management of VMs 104 at a particular site; however, it should be understood that the principles are applicable to management of VNFs 102, which are a set of VMs 104. Further, it should be understood that the principles are applicable to the management of multiple sites or portions of sites within a network infrastructure.

System 200 may reside as a centralized standalone component of network 100 or the functionality of system 200 may spread across the devices 101 of network 100. The components of system 200 are shown for illustrative purposes only and should not be construed as limiting system 200. The functionality of system 200 may be combined or divided as appropriate. Furthermore, the system 200 may be implemented using existing functional components of network 100 (e.g. hypervisors, switches, etc.)

In one embodiment, management of VMs 104 may include receiving requests for VMs 104 and implementing the VMs 104. Implementing a VM 104 may include determining how, when, where, and with what resources to instantiate one or more VMs 104. In one example, management of VMs 104 may include detecting the need for one or more VMs 104 and causing the VMs 104 s to be instantiated. In one example, instantiating a VM 104 may involve identifying or locating resources 108 and directing the resources 108 to instantiate the VM 104. It should be noted that the components of system 200 shown in FIG. 2A are provided for illustrative purposes only and should not be construed as limiting system 200 to only those components shown. Additional functional components may be added or removed in accordance with the illustrative operation provided herein. Furthermore, the components of system 200 may be combined or divided, or distributed as part of a distributed processing network.

In one embodiment, management of VMs 104 may include requests to delete VMs 104 from a particular site or server 112 therein. In one example, when a request for a VNF 102 and/or VM 104 is received, the VNF 102 and/or VM 104 is time stamped at the time of instantiation. In one example, when a request is received to delete a VNF 102 and/or VM 104, the most recently assigned VNF 102 and/or VM 104 is deleted. In one example, a request to delete a VNF 102 and/or VM 104 may be based on system detecting that a particular resource 108 is no longer needed to provide services efficiently over a network.

For instance, referring to FIG. 2B, in one example, VM 104(a), VM 104(b), and VM 104 (c) may be time stamped when they are instantiated on server 112. It later may be determined by system 200 that one of VM 104(a), VM 104(b) and VM 104(c) are no longer needed to provide efficient service over a virtualized network. System 200 may determine to delete one of VM 104(a), VM 104(b), and VM 104(c). System 200 in one example, may select the VM 104 with the latest time stamp. In another example, system 200 may select the VM 104 with the earliest time stamp. In another example, system 200 may select the VM 104 with a time stamp based on other criteria, such as being instantiated during a particular date or range of times.

Referring to FIG. 3, system 200 may be implemented on a network device, an example of which is illustrated in FIG. 3 as a functional block diagram. Network device 300 may comprise a processor 302 and a memory 304 coupled to processor 302. Memory 304 may contain executable instructions that, when executed by processor 302, cause processor 302 to effectuate operations associated with translating parallel protocols between end points in families as described above. As evident from the description herein, network device 300 is not to be construed as software per se.

Referring now to FIG. 2A, data interface is 201 is configured to communicate with one or more hardware platforms 106 and with one or more networks. In one example, requests for VMs 104 may be received or identified by data interface 201 and then routed to components of system 200 for processing. In one example, when a determination as to how to assign one or more VMs 104 is made by system 200, implementation instructions may be transmitted through data interface 201 to one or more hardware platforms 106 or networks.

Database 203 in one embodiment may include one or memory storage devices that include data relating to the operation of system 200 and/or the management of one or more hardware platforms 106 within a network infrastructure. Such data may include information, such as affinity rules, anti-affinity rules, and other deployment constraints that should be taken into account when managing VMs 104 and VM 104 requests. Such data may include information regarding the characteristics of VMs 104. For instance, VMs 104 or VM 104 types may have peak operating times or certain geographic areas where it is desirable for them to operate. Also, it may be desirable for certain VMs to operate near certain resources 108. Database 203 may be configured to store such information.

In addition, VMs 104 may have certain resource requirements. For example, one VM 104 may require intensive operation by a vCPU 108 a whereas another VM 104 may require intensive access to memory 108 b or NIC 108 c (FIG. 1B). Another VM 104 may have extensive disk I/O needs, quality of service (QoS) needs, or bandwidth needs. Database 203 in one embodiment may be utilized to store this information. In another embodiment, such information may be received by system 200 over data interface 201. Data interface 201 may receive such information from another instance of system 200 or another device on a network. Such information in one example may be received with a VM 104 request.

Referring further to FIG. 2A, selection component 205 in one embodiment, is configured to select one or more resource requirements to utilize as a parameter, or grouping characteristic, for the management and assignment of VMs 104. For instance, selection component 205 may select vCPU usage, memory usage, I/O requirements, bandwidth requirements, disk I/O rate, peak load, minimum load, etc. as parameter(s) to evaluate when managing and assigning VMs 104. In one embodiment, one or more resource requirements are utilized as clustering criteria in one more clustering algorithms, such as K-means or DBSCAN, to perform the grouping of the VM 104 requests

In one embodiment, selection component 205 may select a resource requirement based on one or more qualitative or quantitative measurements of the requirement. For example, a VM 104 may require a certain I/O rate, CPU rate, or disk storage (quantitative) or the VM may have a certain QoS or latency requirement (qualitative). Measurements of the requirements may be predicted, based on past performance of a VM 104 or similar VM 104, or may be based on actual performance of a VM 104 or similar VM 104, which is happening concurrently on some portion of a system 100 (FIG. 1A). In one embodiment, selection component 205 may select resource requirements based on operator criteria entered into system 200 or it may be selected in accordance with business rules, artificial intelligence, and/or machine learning. The selection criteria will depend on what the operator, artificial intelligence, or machine learning model views as efficient operation of the virtualized network. Efficient operation may be viewed in one or more contexts, such as percentage of hardware utilization; customers served; number of VMs 104 instantiated; and various combinations thereof. Selection component 205 may utilize data from database 203 to make a determination as to what resource requirements to select.

Referring further to FIG. 2A, grouping component 207 in one embodiment is configured to group requests for VMs 104 into one or more clusters based on selected resource requirements. Such groupings may be based upon one or more criteria. In one example, VMs 104 may be grouped according to peak demand. One cluster may comprise VMs 104 with peak demand during a certain timeframe and the other cluster may comprise VMs 104 with peak demand during another timeframe.

In another example, grouping may be based on a first resource requirement and a second resource requirement. The first resource requirement may be vCPU needs and the second may be memory use. Grouping component 207 may group VMs 104 into two clusters: One cluster that has vCPU requirements above a predetermined threshold and memory usage below a certain threshold. The other cluster may have vCPU requirements below the predetermined threshold and memory requirement above the threshold. In this example, the groupings could be said to be orthogonal to each other because the clusters would occupy orthogonal quadrants if graphed along two axes.

In another example, additional resource requirements may be utilized in grouping. For example, one cluster may have VMs 104 with high vCPU, low memory usage, and high bandwidth requirements and another cluster may have VMs 104 with low vCPU, high memory usage, and low bandwidth requirements. In one embodiment, grouping component 207 may form clusters based on operator criteria entered into system 200 or may form clusters in accordance with business rules, artificial intelligence, and/or machine learning. Cluster formation may depend on what the operator, artificial intelligence, and/or machine learning model views as efficient operation of SDN. Efficient operation may be viewed in one or more contexts, such as percentage of hardware utilization; customers served; number of VMs 104 instantiated; and various combinations thereof. In one embodiment, grouping may be conducted utilizing one or more clustering algorithms, such as K-means or DBSCAN.

Referring further to FIG. 2A, assignment component 209 in one embodiment is configured to assign VMs 104 to throughout hardware platform 106 in a manner to maximize efficiency throughout system 100 (FIG. 1A). For example, referring to FIG. 2B, it may be desirable to assign clusters to servers 112 in a complimentary manner. That is, clusters with complimentary resource requirements may be assigned to the same servers. FIG. 2B depicts a server 112 with three VMs 104, which are labeled as VM 104(a), VM 104(b), VM 104(c). VM 104(a) and VM 104(c) are shown as having relatively low needs with respect to resource requirement 1 (e.g. vCPU, peak usage in the AM), but relatively high needs with respect to resource requirement 2 (e.g. memory usage, peak usage in the PM). In contrast, VM 104(b) is shown as having relatively high needs with respect to resource requirement 1 and low needs with respect to resource requirement 2. Accordingly, the two groups are assigned to the same server because their needs, as defined by the groupings, are complimentary to each other.

Referring FIG. 2C, an exemplary process 240 for managing and assigning VMs 104 is provided for illustrative purposes.

In step 250, one or more VNF 102 or VM 104 instantiation requests are received. In step 252, one or more resource requirements are selected on accordance with the functionality described in FIG. 2A. In step 254, a grouping algorithm is run to identify to which cluster the instantiation request(s) should be assigned. In step 256, one or more target sites (or hardware platforms 106) are identified for instantiation of the VMs 104. In step 258, servers 112 are identified within the sites that have capacity to host the VMs 104. In step 259, deployment constraints, such as affinity rules and anti-affinity rules are applied to the VMs 104. Accordingly, some VMs 104 may not be deployed in accordance with grouping and assignment process described with respect to FIG. 2A because deployment constraints may override such a deployment. Such VMs 104 may be deployed in accordance with other system rules, such as affinity rules.

In step 261, the VMs 104 are assigned to one or more servers 112 in accordance with the description provided with respect to FIG. 2B. For example, VMs 104 with high vCPU requirements and low memory usage may be assigned to the same server as those VMs 104 with high memory requirements and low vCPU requirements. In another example, VMs 104 with peak usages during one time of the day are assigned to the same server as VMs 104 during another time of the day.

In one example, VMs 104 may be assigned based on differences in degree between their resource requirements. That is, system 200 may prioritize assignment of VMs 104 with larger differences between resource requirements. For instance, VMs 104 with vCPU requirement of 90% or above a predetermined threshold and memory usage of 10% or below a predetermined threshold may be assigned to the same servers as those with a vCPU requirement of 10% or below a predetermined threshold and memory usage of 90% or above a predetermined threshold. These VMs 104 may be prioritized for assignment over VMs 104 with less of a difference between resource requirements, such as 60% vCPU and 40% memory and 40% vCPU and 60% memory. In one example, only VMs 104 with a large difference in resource requirements may be assigned in accordance with the principles described herein

In step 263, individual sites are monitored. If there is a degradation of performance, it may be desirable to repeat all or a portion of process 240. Moreover, as a threshold number of new instantiation requests arrive at data interface 201, it may be desirable to repeat all or a portion of process 240.

It should be noted that the steps shown in FIG. 2C are provided in a particular order for illustrative purposes. However, the order shown should not be construed as limiting. The disclosure encompasses the rearrangement, time shifting, and place shifting of the steps of process 240. Furthermore, process 240 may be performed a certain number of times, and then, as additional VM 104 requests are received, such additional requests may be assigned based on the criteria developed during an earlier execution of process 240. In another embodiment, process 240 may be repeated at certain time intervals or according to some other criteria, such as the number of instantiation requests received since the last execution of process 240 or after a certain degradation of performance is detected.

Referring to FIG. 3, a system 200 may be implemented on a network device, an example of which is illustrated in FIG. 3 as a functional block diagram. Network device 300 may comprise a processor 302 and a memory 304 coupled to processor 302. Memory 304 may contain executable instructions that, when executed by processor 302, cause processor 302 to effectuate operations associated with translating parallel protocols between end points in families as described above. As evident from the description herein, network device 300 is not to be construed as software per se.

In addition to processor 302 and memory 304, network device 300 may include an input/output system 306. Processor 302, memory 304, and input/output system 306 may be coupled together to allow communications between them. Each portion of network device 300 may comprise circuitry for performing functions associated with each respective portion. Thus, each portion may comprise hardware, or a combination of hardware and software. Accordingly, each portion of network device 300 is not to be construed as software per se. Input/output system 306 may be capable of receiving or providing information from or to a communications device or other network entities configured for telecommunications. For example input/output system 306 may include a wireless communications (e.g., 3G/4G/GPS) card. Input/output system 306 may be capable of receiving or sending video information, audio information, control information, image information, data, or any combination thereof. Input/output system 306 may be capable of transferring information with network device 300. In various configurations, input/output system 306 may receive or provide information via any appropriate means, such as, for example, optical means (e.g., infrared), electromagnetic means (e.g., RF, Wi-Fi, Bluetooth®, ZigBee®), acoustic means (e.g., speaker, microphone, ultrasonic receiver, ultrasonic transmitter), electrical means, or a combination thereof. In an example configuration, input/output system 306 may comprise a Wi-Fi finder, a two-way GPS chipset or equivalent, or the like, or a combination thereof. Bluetooth, infrared, NFC, and Zigbee are generally considered short range (e.g., few centimeters to 20 meters). WiFi is considered medium range (e.g., approximately 100 meters).

Input/output system 306 of network device 300 also may contain a communication connection 308 that allows network device 300 to communicate with other devices, network entities, or the like. Communication connection 308 may comprise communication media. Communication media typically embody computer-readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism and includes any information delivery media. By way of example, and not limitation, communication media may include wired media such as a wired network or direct-wired connection, or wireless media such as acoustic, RF, infrared, or other wireless media. The term computer-readable media as used herein includes both storage media and communication media. Input/output system 306 also may include an input device 310 such as keyboard, mouse, pen, voice input device, or touch input device. Input/output system 306 may also include an output device 312, such as a display, speakers, or a printer.

Processor 302 may be capable of performing functions associated with telecommunications, such as functions for processing broadcast messages, as described herein. For example, processor 302 may be capable of, in conjunction with any other portion of network device 300, determining a type of broadcast message and acting according to the broadcast message type or content, as described herein.

Memory 304 of network device 300 may comprise a storage medium having a concrete, tangible, physical structure. As is known, a signal does not have a concrete, tangible, physical structure. Memory 304, as well as any computer-readable storage medium described herein, is not to be construed as a signal. Memory 304, as well as any computer-readable storage medium described herein, is not to be construed as a transient signal. Memory 304, as well as any computer-readable storage medium described herein, is not to be construed as a propagating signal. Memory 304, as well as any computer-readable storage medium described herein, is to be construed as an article of manufacture.

Memory 304 may store any information utilized in conjunction with telecommunications. Depending upon the exact configuration or type of processor, memory 304 may include a volatile storage 314 (such as some types of RAM), a nonvolatile storage 316 (such as ROM, flash memory), or a combination thereof. Memory 304 may include additional storage (e.g., a removable storage 318 or a non-removable storage 320) including, for example, tape, flash memory, smart cards, CD-ROM, DVD, or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, USB-compatible memory, or any other medium that can be used to store information and that can be accessed by network device 300. Memory 304 may comprise executable instructions that, when executed by processor 302, cause processor 302 to effectuate operations to map signal strengths in an area of interest.

FIG. 4 illustrates a functional block diagram depicting one example of an LTE-EPS network architecture 400 that may be at least partially implemented as an SDN. Network architecture 400 disclosed herein is referred to as a modified LTE-EPS architecture 400 to distinguish it from a traditional LTE-EPS architecture.

An example modified LTE-EPS architecture 400 is based at least in part on standards developed by the 3rd Generation Partnership Project (3GPP), with information available at www.3gpp.org. LTE-EPS network architecture 400 may include an access network 402, a core network 404, e.g., an EPC or Common BackBone (CBB) and one or more external networks 406, sometimes referred to as PDN or peer entities. Different external networks 406 can be distinguished from each other by a respective network identifier, e.g., a label according to DNS naming conventions describing an access point to the PDN. Such labels can be referred to as Access Point Names (APN). External networks 406 can include one or more trusted and non-trusted external networks such as an internet protocol (IP) network 408, an IP multimedia subsystem (IMS) network 410, and other networks 412, such as a service network, a corporate network, or the like. In an aspect, access network 402, core network 404, or external network 405 may include or communicate with network 100.

Access network 402 can include an L network architecture sometimes referred to as Evolved Universal mobile Telecommunication system Terrestrial Radio Access (E UTRA) and evolved UMTS Terrestrial Radio Access Network (E-UTRAN). Broadly, access network 402 can include one or more communication devices, commonly referred to as UE 414, and one or more wireless access nodes, or base stations 416 a, 416 b. During network operations, at least one base station 416 communicates directly with UE 414. Base station 416 can be an evolved Node B (e-NodeB), with which UE 414 communicates over the air and wirelessly. UEs 414 can include, without limitation, wireless devices, e.g., satellite communication systems, portable digital assistants (PDAs), laptop computers, tablet devices and other mobile devices (e.g., cellular telephones, smart appliances, and so on). UEs 414 can connect to eNBs 416 when UE 414 is within range according to a corresponding wireless communication technology.

UE 414 generally runs one or more applications that engage in a transfer of packets between UE 414 and one or more external networks 406. Such packet transfers can include one of downlink packet transfers from external network 406 to UE 414, uplink packet transfers from UE 414 to external network 406 or combinations of uplink and downlink packet transfers. Applications can include, without limitation, web browsing, VoIP, streaming media and the like. Each application can pose different Quality of Service (QoS) requirements on a respective packet transfer. Different packet transfers can be served by different bearers within core network 404, e.g., according to parameters, such as the QoS.

Core network 404 uses a concept of bearers, e.g., EPS bearers, to route packets, e.g., IP traffic, between a particular gateway in core network 404 and UE 414. A bearer refers generally to an IP packet flow with a defined QoS between the particular gateway and UE 414. Access network 402, e.g., E UTRAN, and core network 404 together set up and release bearers as required by the various applications. Bearers can be classified in at least two different categories: (i) minimum guaranteed bit rate bearers, e.g., for applications, such as VoIP; and (ii) non-guaranteed bit rate bearers that do not require guarantee bit rate, e.g., for applications, such as web browsing.

In one embodiment, the core network 404 includes various network entities, such as MME 418, SGW 420, Home Subscriber Server (HSS) 422, Policy and Charging Rules Function (PCRF) 424 and PGW 426. In one embodiment, MME 418 comprises a control node performing a control signaling between various equipment and devices in access network 402 and core network 404. The protocols running between UE 414 and core network 404 are generally known as Non-Access Stratum (NAS) protocols.

For illustration purposes only, the terms MME 418, SGW 420, HSS 422 and PGW 426, and so on, can be server devices, but may be referred to in the subject disclosure without the word “server.” It is also understood that any form of such servers can operate in a device, system, component, or other form of centralized or distributed hardware and software. It is further noted that these terms and other terms such as bearer paths and/or interfaces are terms that can include features, methodologies, and/or fields that may be described in whole or in part by standards bodies such as the 3GPP. It is further noted that some or all embodiments of the subject disclosure may in whole or in part modify, supplement, or otherwise supersede final or proposed standards published and promulgated by 3GPP.

According to traditional implementations of LTE-EPS architectures, SGW 420 routes and forwards all user data packets. SGW 420 also acts as a mobility anchor for user plane operation during handovers between base stations, e.g., during a handover from first eNB 416 a to second eNB 416 b as may be the result of UE 414 moving from one area of coverage, e.g., cell, to another. SGW 420 can also terminate a downlink data path, e.g., from external network 406 to UE 414 in an idle state, and trigger a paging operation when downlink data arrives for UE 414. SGW 420 can also be configured to manage and store a context for UE 414, e.g., including one or more of parameters of the IP bearer service and network internal routing information. In addition, SGW 420 can perform administrative functions, e.g., in a visited network, such as collecting information for charging (e.g., the volume of data sent to or received from the user), and/or replicate user traffic, e.g., to support a lawful interception. SGW 420 also serves as the mobility anchor for interworking with other 3GPP technologies such as universal mobile telecommunication system (UMTS).

At any given time, UE 414 is generally in one of three different states: detached, idle, or active. The detached state is typically a transitory state in which UE 414 is powered on but is engaged in a process of searching and registering with network 402. In the active state, UE 414 is registered with access network 402 and has established a wireless connection, e.g., radio resource control (RRC) connection, with eNB 416. Whether UE 414 is in an active state can depend on the state of a packet data session, and whether there is an active packet data session. In the idle state, UE 414 is generally in a power conservation state in which UE 414 typically does not communicate packets. When UE 414 is idle, SGW 420 can terminate a downlink data path, e.g., from one peer entity 406, and triggers paging of UE 414 when data arrives for UE 414. If UE 414 responds to the page, SGW 420 can forward the IP packet to eNB 416 a.

HSS 422 can manage subscription-related information for a user of UE 414. For example, tHSS 422 can store information such as authorization of the user, security requirements for the user, quality of service (QoS) requirements for the user, etc. HSS 422 can also hold information about external networks 406 to which the user can connect, e.g., in the form of an APN of external networks 406. For example, MME 418 can communicate with HSS 422 to determine if UE 414 is authorized to establish a call, e.g., a voice over IP (VoIP) call before the call is established.

PCRF 424 can perform QoS management functions and policy control. PCRF 424 is responsible for policy control decision-making, as well as for controlling the flow-based charging functionalities in a policy control enforcement function (PCEF), which resides in PGW 426. PCRF 424 provides the QoS authorization, e.g., QoS class identifier and bit rates that decide how a certain data flow will be treated in the PCEF and ensures that this is in accordance with the user's subscription profile.

PGW 426 can provide connectivity between the UE 414 and one or more of the external networks 406. In illustrative network architecture 400, PGW 426 can be responsible for IP address allocation for UE 414, as well as one or more of QoS enforcement and flow-based charging, e.g., according to rules from the PCRF 424. PGW 426 is also typically responsible for filtering downlink user IP packets into the different QoS-based bearers. In at least some embodiments, such filtering can be performed based on traffic flow templates. PGW 426 can also perform QoS enforcement, e.g., for guaranteed bit rate bearers. PGW 426 also serves as a mobility anchor for interworking with non-3GPP technologies such as CDMA2000.

Within access network 402 and core network 404 there may be various bearer paths/interfaces, e.g., represented by solid lines 428 and 430. Some of the bearer paths can be referred to by a specific label. For example, solid line 428 can be considered an S1-U bearer and solid line 432 can be considered an S5/S8 bearer according to LTE-EPS architecture standards. Without limitation, reference to various interfaces, such as S1, X2, S5, S8, S11 refer to EPS interfaces. In some instances, such interface designations are combined with a suffix, e.g., a “U” or a “C” to signify whether the interface relates to a “User plane” or a “Control plane.” In addition, the core network 404 can include various signaling bearer paths/interfaces, e.g., control plane paths/interfaces represented by dashed lines 430, 434, 436, and 438. Some of the signaling bearer paths may be referred to by a specific label. For example, dashed line 430 can be considered as an S1-MME signaling bearer, dashed line 434 can be considered as an S11 signaling bearer and dashed line 436 can be considered as an S6a signaling bearer, e.g., according to LTE-EPS architecture standards. The above bearer paths and signaling bearer paths are only illustrated as examples and it should be noted that additional bearer paths and signaling bearer paths may exist that are not illustrated.

Also shown is a novel user plane path/interface, referred to as the S1-U+ interface 466. In the illustrative example, the S1-U+ user plane interface extends between the eNB 416 a and PGW 426. Notably, S1-U+ path/interface does not include SGW 420, a node that is otherwise instrumental in configuring and/or managing packet forwarding between eNB 416 a and one or more external networks 406 by way of PGW 426. As disclosed herein, the S1-U+ path/interface facilitates autonomous learning of peer transport layer addresses by one or more of the network nodes to facilitate a self-configuring of the packet forwarding path. In particular, such self-configuring can be accomplished during handovers in most scenarios so as to reduce any extra signaling load on the S/PGWs 420, 426 due to excessive handover events.

In some embodiments, PGW 426 is coupled to storage device 440, shown in phantom. Storage device 440 can be integral to one of the network nodes, such as PGW 426, for example, in the form of internal memory and/or disk drive. It is understood that storage device 440 can include registers suitable for storing address values. Alternatively or in addition, storage device 440 can be separate from PGW 426, for example, as an external hard drive, a flash drive, and/or network storage.

Storage device 440 selectively stores one or more values relevant to the forwarding of packet data. For example, storage device 440 can store identities and/or addresses of network entities, such as any of network nodes 418, 420, 422, 424, and 426, eNBs 416 and/or UE 414. In the illustrative example, storage device 440 includes a first storage location 442 and a second storage location 444. First storage location 442 can be dedicated to storing a Currently Used Downlink address value 442. Likewise, second storage location 444 can be dedicated to storing a Default Downlink Forwarding address value 444. PGW 426 can read and/or write values into either of storage locations 442, 444, for example, managing Currently Used Downlink Forwarding address value 442 and Default Downlink Forwarding address value 444 as disclosed herein.

In some embodiments, the Default Downlink Forwarding address for each EPS bearer is the SGW S5-U address for each EPS Bearer. The Currently Used Downlink Forwarding address” for each EPS bearer in PGW 426 can be set every time when PGW 426 receives an uplink packet, e.g., a GTP-U uplink packet, with a new source address for a corresponding EPS bearer. When UE 414 is in an idle state, the “Current Used Downlink Forwarding address” field for each EPS bearer of UE 414 can be set to a “null” or other suitable value.

In some embodiments, the Default Downlink Forwarding address is only updated when PGW 426 receives a new SGW S5-U address in a predetermined message or messages. For example, the Default Downlink Forwarding address is only updated when PGW 426 receives one of a Create Session Request, Modify Bearer Request and Create Bearer Response messages from SGW 420.

As values 442, 444 can be maintained and otherwise manipulated on a per bearer basis, it is understood that the storage locations can take the form of tables, spreadsheets, lists, and/or other data structures generally well understood and suitable for maintaining and/or otherwise manipulate forwarding addresses on a per bearer basis.

It should be noted that access network 402 and core network 404 are illustrated in a simplified block diagram in FIG. 4. In other words, either or both of access network 402 and the core network 404 can include additional network elements that are not shown, such as various routers, switches and controllers. In addition, although FIG. 4 illustrates only a single one of each of the various network elements, it should be noted that access network 402 and core network 404 can include any number of the various network elements. For example, core network 404 can include a pool (i.e., more than one) of MMEs 418, SGWs 420 or PGWs 426.

In the illustrative example, data traversing a network path between UE 414, eNB 416 a, SGW 420, PGW 426 and external network 406 may be considered to constitute data transferred according to an end-to-end IP service. However, for the present disclosure, to properly perform establishment management in LTE-EPS network architecture 400, the core network, data bearer portion of the end-to-end IP service is analyzed.

An establishment may be defined herein as a connection set up request between any two elements within LTE-EPS network architecture 400. The connection set up request may be for user data or for signaling. A failed establishment may be defined as a connection set up request that was unsuccessful. A successful establishment may be defined as a connection set up request that was successful.

In one embodiment, a data bearer portion comprises a first portion (e.g., a data radio bearer 446) between UE 414 and eNB 416 a, a second portion (e.g., an S1 data bearer 428) between eNB 416 a and SGW 420, and a third portion (e.g., an S5/S8 bearer 432) between SGW 420 and PGW 426. Various signaling bearer portions are also illustrated in FIG. 4. For example, a first signaling portion (e.g., a signaling radio bearer 448) between UE 414 and eNB 416 a, and a second signaling portion (e.g., S1 signaling bearer 430) between eNB 416 a and MME 418.

In at least some embodiments, the data bearer can include tunneling, e.g., IP tunneling, by which data packets can be forwarded in an encapsulated manner, between tunnel endpoints. Tunnels, or tunnel connections can be identified in one or more nodes of network 100, e.g., by one or more of tunnel endpoint identifiers, an IP address and a user datagram protocol port number. Within a particular tunnel connection, payloads, e.g., packet data, which may or may not include protocol related information, are forwarded between tunnel endpoints.

An example of first tunnel solution 450 includes a first tunnel 452 a between two tunnel endpoints 454 a and 456 a, and a second tunnel 452 b between two tunnel endpoints 454 b and 456 b. In the illustrative example, first tunnel 452 a is established between eNB 416 a and SGW 420. Accordingly, first tunnel 452 a includes a first tunnel endpoint 454 a corresponding to an S1-U address of eNB 416 a (referred to herein as the eNB S1-U address), and second tunnel endpoint 456 a corresponding to an S1-U address of SGW 420 (referred to herein as the SGW S1-U address). Likewise, second tunnel 452 b includes first tunnel endpoint 454 b corresponding to an S5-U address of SGW 420 (referred to herein as the SGW S5-U address), and second tunnel endpoint 456 b corresponding to an S5-U address of PGW 426 (referred to herein as the PGW S5-U address).

In at least some embodiments, first tunnel solution 450 is referred to as a two tunnel solution, e.g., according to the GPRS Tunneling Protocol User Plane (GTPv1-U based), as described in 3GPP specification TS 29.281, incorporated herein in its entirety. It is understood that one or more tunnels are permitted between each set of tunnel end points. For example, each subscriber can have one or more tunnels, e.g., one for each PDP context that they have active, as well as possibly having separate tunnels for specific connections with different quality of service requirements, and so on.

An example of second tunnel solution 458 includes a single or direct tunnel 460 between tunnel endpoints 462 and 464. In the illustrative example, direct tunnel 460 is established between eNB 416 a and PGW 426, without subjecting packet transfers to processing related to SGW 420. Accordingly, direct tunnel 460 includes first tunnel endpoint 462 corresponding to the eNB S1-U address, and second tunnel endpoint 464 corresponding to the PGW S5-U address. Packet data received at either end can be encapsulated into a payload and directed to the corresponding address of the other end of the tunnel. Such direct tunneling avoids processing, e.g., by SGW 420 that would otherwise relay packets between the same two endpoints, e.g., according to a protocol, such as the GTP-U protocol.

In some scenarios, direct tunneling solution 458 can forward user plane data packets between eNB 416 a and PGW 426, by way of SGW 420. That is, SGW 420 can serve a relay function, by relaying packets between two tunnel endpoints 416 a, 426. In other scenarios, direct tunneling solution 458 can forward user data packets between eNB 416 a and PGW 426, by way of the S1 U+ interface, thereby bypassing SGW 420.

Generally, UE 414 can have one or more bearers at any one time. The number and types of bearers can depend on applications, default requirements, and so on. It is understood that the techniques disclosed herein, including the configuration, management and use of various tunnel solutions 450, 458, can be applied to the bearers on an individual bases. That is, if user data packets of one bearer, say a bearer associated with a VoIP service of UE 414, then the forwarding of all packets of that bearer are handled in a similar manner. Continuing with this example, the same UE 414 can have another bearer associated with it through the same eNB 416 a. This other bearer, for example, can be associated with a relatively low rate data session forwarding user data packets through core network 404 simultaneously with the first bearer. Likewise, the user data packets of the other bearer are also handled in a similar manner, without necessarily following a forwarding path or solution of the first bearer. Thus, one of the bearers may be forwarded through direct tunnel 458; whereas, another one of the bearers may be forwarded through a two-tunnel solution 450.

FIG. 5 depicts an exemplary diagrammatic representation of a machine in the form of a computer system 500 within which a set of instructions, when executed, may cause the machine to perform any one or more of the methods described above. One or more instances of the machine can operate, for example, as processor 302, UE 414, eNB 416, MME 418, SGW 420, HSS 422, PCRF 424, PGW 426 and other devices of FIGS. 1, 2, and 4. In some embodiments, the machine may be connected (e.g., using a network 502) to other machines. In a networked deployment, the machine may operate in the capacity of a server or a client user machine in a server-client user network environment, or as a peer machine in a peer-to-peer (or distributed) network environment.

The machine may comprise a server computer, a client user computer, a personal computer (PC), a tablet, a smart phone, a laptop computer, a desktop computer, a control system, a network router, switch or bridge, or any machine capable of executing a set of instructions (sequential or otherwise) that specify actions to be taken by that machine. It will be understood that a communication device of the subject disclosure includes broadly any electronic device that provides voice, video or data communication. Further, while a single machine is illustrated, the term “machine” shall also be taken to include any collection of machines that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methods discussed herein.

Computer system 500 may include a processor (or controller) 504 (e.g., a central processing unit (CPU)), a graphics processing unit (GPU, or both), a main memory 506 and a static memory 508, which communicate with each other via a bus 510. The computer system 500 may further include a display unit 512 (e.g., a liquid crystal display (LCD), a flat panel, or a solid state display). Computer system 500 may include an input device 514 (e.g., a keyboard), a cursor control device 516 (e.g., a mouse), a disk drive unit 518, a signal generation device 520 (e.g., a speaker or remote control) and a network interface device 522. In distributed environments, the embodiments described in the subject disclosure can be adapted to utilize multiple display units 512 controlled by two or more computer systems 500. In this configuration, presentations described by the subject disclosure may in part be shown in a first of display units 512, while the remaining portion is presented in a second of display units 512.

The disk drive unit 518 may include a tangible computer-readable storage medium 524 on which is stored one or more sets of instructions (e.g.; software 526) embodying any one or more of the methods or functions described herein, including those methods illustrated above. Instructions 526 may also reside, completely or at least partially, within main memory 506, static memory 508, or within processor 504 during execution thereof by the computer system 500. Main memory 506 and processor 504 also may constitute tangible computer-readable storage media.

As shown in FIG. 6, telecommunication system 600 may include wireless transmit/receive units (WTRUs) 602, a RAN 604, a core network 606, a public switched telephone network (PSTN) 608, the Internet 610, or other networks 612, though it will be appreciated that the disclosed examples contemplate any number of WTRUs, base stations, networks, or network elements. Each WTRU 602 may be any type of device configured to operate or communicate in a wireless environment. For example, a WTRU may comprise drone 102, a mobile device, network device 300, or the like, or any combination thereof. By way of example, WTRUs 602 may be configured to transmit or receive wireless signals and may include a UE, a mobile station, a mobile device, a fixed or mobile subscriber unit, a pager, a cellular telephone, a PDA, a smartphone, a laptop, a netbook, a personal computer, a wireless sensor, consumer electronics, or the like. WTRUs 602 may be configured to transmit or receive wireless signals over an air interface 614.

Telecommunication system 600 may also include one or more base stations 616. Each of base stations 616 may be any type of device configured to wirelessly interface with at least one of the WTRUs 602 to facilitate access to one or more communication networks, such as core network 606, PTSN 608, Internet 610, or other networks 612. By way of example, base stations 616 may be a base transceiver station (BTS), a Node-B, an eNode B, a Home Node B, a Home eNode B, a site controller, an access point (AP), a wireless router, or the like. While base stations 616 are each depicted as a single element, it will be appreciated that base stations 616 may include any number of interconnected base stations or network elements.

RAN 604 may include one or more base stations 616, along with other network elements (not shown), such as a base station controller (BSC), a radio network controller (RNC), or relay nodes. One or more base stations 616 may be configured to transmit or receive wireless signals within a particular geographic region, which may be referred to as a cell (not shown). The cell may further be divided into cell sectors. For example, the cell associated with base station 616 may be divided into three sectors such that base station 616 may include three transceivers: one for each sector of the cell. In another example, base station 616 may employ multiple-input multiple-output (MIMO) technology and, therefore, may utilize multiple transceivers for each sector of the cell.

Base stations 616 may communicate with one or more of WTRUs 602 over air interface 614, which may be any suitable wireless communication link (e.g., RF, microwave, infrared (IR), ultraviolet (UV), or visible light). Air interface 614 may be established using any suitable radio access technology (RAT).

More specifically, as noted above, telecommunication system 600 may be a multiple access system and may employ one or more channel access schemes, such as CDMA, TDMA, FDMA, OFDMA, SC-FDMA, or the like. For example, base station 616 in RAN 604 and WTRUs 602 connected to RAN 604 may implement a radio technology such as Universal Mobile Telecommunications System (UMTS) Terrestrial Radio Access (UTRA) that may establish air interface 614 using wideband CDMA (WCDMA). WCDMA may include communication protocols, such as High-Speed Packet Access (HSPA) or Evolved HSPA (HSPA+). HSPA may include High-Speed Downlink Packet Access (HSDPA) or High-Speed Uplink Packet Access (HSUPA).

As another example base station 616 and WTRUs 602 that are connected to RAN 604 may implement a radio technology such as Evolved UMTS Terrestrial Radio Access (E-UTRA), which may establish air interface 614 using LTE or LTE-Advanced (LTE-A).

Optionally base station 616 and WTRUs 602 connected to RAN 604 may implement radio technologies such as IEEE 602.16 (i.e., Worldwide Interoperability for Microwave Access (WiMAX)), CDMA2000, CDMA2000 1×, CDMA2000 EV-DO, Interim Standard 2000 (IS-2000), Interim Standard 95 (IS-95), Interim Standard 856 (IS-856), GSM, Enhanced Data rates for GSM Evolution (EDGE), GSM EDGE (GERAN), or the like.

Base station 616 may be a wireless router, Home Node B, Home eNode B, or access point, for example, and may utilize any suitable RAT for facilitating wireless connectivity in a localized area, such as a place of business, a home, a vehicle, a campus, or the like. For example, base station 616 and associated WTRUs 602 may implement a radio technology such as IEEE 602.11 to establish a wireless local area network (WLAN). As another example, base station 616 and associated WTRUs 602 may implement a radio technology such as IEEE 602.15 to establish a wireless personal area network (WPAN). In yet another example, base station 616 and associated WTRUs 602 may utilize a cellular-based RAT (e.g., WCDMA, CDMA2000, GSM, LTE, LTE-A, etc.) to establish a picocell or femtocell. As shown in FIG. 6, base station 616 may have a direct connection to Internet 610. Thus, base station 616 may not be required to access Internet 610 via core network 606.

RAN 604 may be in communication with core network 606, which may be any type of network configured to provide voice, data, applications, and/or voice over internet protocol (VoIP) services to one or more WTRUs 602. For example, core network 606 may provide call control, billing services, mobile location-based services, pre-paid calling, Internet connectivity, video distribution or high-level security functions, such as user authentication. Although not shown in FIG. 6, it will be appreciated that RAN 604 or core network 606 may be in direct or indirect communication with other RANs that employ the same RAT as RAN 604 or a different RAT. For example, in addition to being connected to RAN 604, which may be utilizing an E-UTRA radio technology, core network 606 may also be in communication with another RAN (not shown) employing a GSM radio technology.

Core network 606 may also serve as a gateway for WTRUs 602 to access PSTN 608, Internet 610, or other networks 612. PSTN 608 may include circuit-switched telephone networks that provide plain old telephone service (POTS). For LTE core networks, core network 606 may use IMS core 614 to provide access to PSTN 608. Internet 610 may include a global system of interconnected computer networks or devices that use common communication protocols, such as the transmission control protocol (TCP), user datagram protocol (UDP), or IP in the TCP/IP internet protocol suite. Other networks 612 may include wired or wireless communications networks owned or operated by other service providers. For example, other networks 612 may include another core network connected to one or more RANs, which may employ the same RAT as RAN 604 or a different RAT.

Some or all WTRUs 602 in telecommunication system 600 may include multi-mode capabilities. That is, WTRUs 602 may include multiple transceivers for communicating with different wireless networks over different wireless links. For example, one or more WTRUs 602 may be configured to communicate with base station 616, which may employ a cellular-based radio technology, and with base station 616, which may employ an IEEE 802 radio technology.

FIG. 7 is an example system 700 including RAN 604 and core network 606. As noted above, RAN 604 may employ an E-UTRA radio technology to communicate with WTRUs 602 over air interface 614. RAN 604 may also be in communication with core network 606.

RAN 604 may include any number of eNode-Bs 702 while remaining consistent with the disclosed technology. One or more eNode-Bs 702 may include one or more transceivers for communicating with the WTRUs 602 over air interface 614. Optionally, eNode-Bs 702 may implement MIMO technology. Thus, one of eNode-Bs 702, for example, may use multiple antennas to transmit wireless signals to, or receive wireless signals from, one of WTRUs 602.

Each of eNode-Bs 702 may be associated with a particular cell and may be configured to handle radio resource management decisions, handover decisions, scheduling of users in the uplink or downlink, or the like. As shown in FIG. 7 eNode-Bs 702 may communicate with one another over an X2 interface.

Core network 606 shown in FIG. 7 may include a mobility management gateway or entity (MME) 704, a serving gateway 706, or a packet data network (PDN) gateway 708. While each of the foregoing elements are depicted as part of core network 606, it will be appreciated that any one of these elements may be owned or operated by an entity other than the core network operator.

MME 704 may be connected to each of eNode-Bs 702 in RAN 604 via an S1 interface and may serve as a control node. For example, MME 704 may be responsible for authenticating users of WTRUs 602, bearer activation or deactivation, selecting a particular serving gateway during an initial attach of WTRUs 602, or the like. MME 704 may also provide a control plane function for switching between RAN 604 and other RANs (not shown) that employ other radio technologies, such as GSM or WCDMA.

Serving gateway 706 may be connected to each of eNode-Bs 702 in RAN 604 via the S1 interface. Serving gateway 706 may generally route or forward user data packets to or from the WTRUs 602. Serving gateway 706 may also perform other functions, such as anchoring user planes during inter-eNode B handovers, triggering paging when downlink data is available for WTRUs 602, managing or storing contexts of WTRUs 602, or the like.

Serving gateway 706 may also be connected to PDN gateway 708, which may provide WTRUs 602 with access to packet-switched networks, such as Internet 610, to facilitate communications between WTRUs 602 and IP-enabled devices.

Core network 606 may facilitate communications with other networks. For example, core network 606 may provide WTRUs 602 with access to circuit-switched networks, such as PSTN 608, such as through IMS core 614, to facilitate communications between WTRUs 602 and traditional land-line communications devices. In addition, core network 606 may provide the WTRUs 602 with access to other networks 612, which may include other wired or wireless networks that are owned or operated by other service providers.

FIG. 8 depicts an overall block diagram of an example packet-based mobile cellular network environment, such as a GPRS network as described herein. In the example packet-based mobile cellular network environment shown in FIG. 8, there are a plurality of base station subsystems (BSS) 800 (only one is shown), each of which comprises a base station controller (BSC) 802 serving a plurality of BTSs, such as BTSs 804, 806, 808. BTSs 804, 806, 808 are the access points where users of packet-based mobile devices become connected to the wireless network. In example fashion, the packet traffic originating from mobile devices is transported via an over-the-air interface to BTS 808, and from BTS 808 to BSC 802. Base station subsystems, such as BSS 800, are a part of internal frame relay network 810 that can include a service GPRS support nodes (SGSN), such as SGSN 812 or SGSN 814. Each SGSN 812, 814 is connected to an internal packet network 816 through which SGSN 812, 814 can route data packets to or from a plurality of gateway GPRS support nodes (GGSN) 818, 820, 822. As illustrated, SGSN 814 and GGSNs 818, 820, 822 are part of internal packet network 816. GGSNs 818, 820, 822 mainly provide an interface to external IP networks such as PLMN 824, corporate intranets/internets 826, or Fixed-End System (FES) or the public Internet 828. As illustrated, subscriber corporate network 826 may be connected to GGSN 820 via a firewall 830. PLMN 824 may be connected to GGSN 820 via a border gateway router (BGR) 832. A Remote Authentication Dial-In User Service (RADIUS) server 834 may be used for caller authentication when a user calls corporate network 826.

Generally, there may be a several cell sizes in a network, referred to as macro, micro, pico, femto or umbrella cells. The coverage area of each cell is different in different environments. Macro cells can be regarded as cells in which the base station antenna is installed in a mast or a building above average roof top level. Micro cells are cells whose antenna height is under average roof top level. Micro cells are typically used in urban areas. Pico cells are small cells having a diameter of a few dozen meters. Pico cells are used mainly indoors. Femto cells have the same size as pico cells, but a smaller transport capacity. Femto cells are used indoors, in residential or small business environments. On the other hand, umbrella cells are used to cover shadowed regions of smaller cells and fill in gaps in coverage between those cells.

FIG. 9 illustrates an architecture of a typical GPRS network 900 as described herein. The architecture depicted in FIG. 9 may be segmented into four groups: users 902, RAN 904, core network 906, and interconnect network 908. Users 902 comprise a plurality of end users, who each may use one or more devices 910. Note that device 910 is referred to as a mobile subscriber (MS) in the description of network shown in FIG. 9. In an example, device 910 comprises a communications device (e.g., mobile device 102, mobile positioning center 116, network device 300, any of detected devices 500, second device 508, access device 604, access device 606, access device 608, access device 610 or the like, or any combination thereof). Radio access network 904 comprises a plurality of BSSs such as BSS 912, which includes a BTS 914 and a BSC 916. Core network 906 may include a host of various network elements. As illustrated in FIG. 9, core network 906 may comprise MSC 918, service control point (SCP) 920, gateway MSC (GMSC) 922, SGSN 924, home location register (HLR) 926, authentication center (AuC) 928, domain name system (DNS) server 930, and GGSN 932. Interconnect network 908 may also comprise a host of various networks or other network elements. As illustrated in FIG. 9, interconnect network 908 comprises a PSTN 934, an FES/Internet 936, a firewall 1038 (FIG. 10), or a corporate network 940.

An MSC can be connected to a large number of BSCs. At MSC 918, for instance, depending on the type of traffic, the traffic may be separated in that voice may be sent to PSTN 934 through GMSC 922, or data may be sent to SGSN 924, which then sends the data traffic to GGSN 932 for further forwarding.

When MSC 918 receives call traffic, for example, from BSC 916, it sends a query to a database hosted by SCP 920, which processes the request and issues a response to MSC 918 so that it may continue call processing as appropriate.

HLR 926 is a centralized database for users to register to the GPRS network. HLR 926 stores static information about the subscribers such as the International Mobile Subscriber Identity (IMSI), subscribed services, or a key for authenticating the subscriber. HLR 926 also stores dynamic subscriber information such as the current location of the MS. Associated with HLR 926 is AuC 928, which is a database that contains the algorithms for authenticating subscribers and includes the associated keys for encryption to safeguard the user input for authentication.

In the following, depending on context, “mobile subscriber” or “MS” sometimes refers to the end user and sometimes to the actual portable device, such as a mobile device, used by an end user of the mobile cellular service. When a mobile subscriber turns on his or her mobile device, the mobile device goes through an attach process by which the mobile device attaches to an SGSN of the GPRS network. In FIG. 9, when MS 910 initiates the attach process by turning on the network capabilities of the mobile device, an attach request is sent by MS 910 to SGSN 924. The SGSN 924 queries another SGSN, to which MS 910 was attached before, for the identity of MS 910. Upon receiving the identity of MS 910 from the other SGSN, SGSN 924 requests more information from MS 910. This information is used to authenticate MS 910 together with the information provided by HLR 926. Once verified, SGSN 924 sends a location update to HLR 926 indicating the change of location to a new SGSN, in this case SGSN 924. HLR 926 notifies the old SGSN, to which MS 910 was attached before, to cancel the location process for MS 910. HLR 926 then notifies SGSN 924 that the location update has been performed. At this time, SGSN 924 sends an Attach Accept message to MS 910, which in turn sends an Attach Complete message to SGSN 924.

Next, MS 910 establishes a user session with the destination network, corporate network 940, by going through a Packet Data Protocol (PDP) activation process. Briefly, in the process, MS 910 requests access to the Access Point Name (APN), for example, UPS.com, and SGSN 924 receives the activation request from MS 910. SGSN 924 then initiates a DNS query to learn which GGSN 932 has access to the UPS.com APN. The DNS query is sent to a DNS server within core network 906, such as DNS server 930, which is provisioned to map to one or more GGSNs in core network 906. Based on the APN, the mapped GGSN 932 can access requested corporate network 940. SGSN 924 then sends to GGSN 932 a Create PDP Context Request message that contains necessary information. GGSN 932 sends a Create PDP Context Response message to SGSN 924, which then sends an Activate PDP Context Accept message to MS 910.

Once activated, data packets of the call made by MS 910 can then go through RAN 904, core network 906, and interconnect network 908, in a particular FES/Internet 936 and firewall 1038, to reach corporate network 940.

FIG. 10 illustrates a block diagram of an example PLMN architecture that may be replaced by a telecommunications system. In FIG. 10, solid lines may represent user traffic signals, and dashed lines may represent support signaling. MS 1002 is the physical equipment used by the PLMN subscriber. For example, drone 102, network device 300, the like, or any combination thereof may serve as MS 1002. MS 1002 may be one of, but not limited to, a cellular telephone, a cellular telephone in combination with another electronic device or any other wireless mobile communication device.

MS 1002 may communicate wirelessly with BSS 1004. BSS 1004 contains BSC 1006 and a BTS 1008. BSS 1004 may include a single BSC 1006/BTS 1008 pair (base station) or a system of BSC/BTS pairs that are part of a larger network. BSS 1004 is responsible for communicating with MS 1002 and may support one or more cells. BSS 1004 is responsible for handling cellular traffic and signaling between MS 1002 and a core network 1010. Typically, BSS 1004 performs functions that include, but are not limited to, digital conversion of speech channels, allocation of channels to mobile devices, paging, or transmission/reception of cellular signals.

Additionally, MS 1002 may communicate wirelessly with RNS 1012. RNS 1012 contains a Radio Network Controller (RNC) 1014 and one or more Nodes B 1016. RNS 1012 may support one or more cells. RNS 1012 may also include one or more RNC 1014/Node B 1016 pairs or alternatively a single RNC 1014 may manage multiple Nodes B 1016. RNS 1012 is responsible for communicating with MS 1002 in its geographically defined area. RNC 1014 is responsible for controlling Nodes B 1016 that are connected to it and is a control element in a UMTS radio access network. RNC 1014 performs functions such as, but not limited to, load control, packet scheduling, handover control, security functions, or controlling MS 1002 access to core network 1010.

An E-UTRA Network (E-UTRAN) 1018 is a RAN that provides wireless data communications for MS 1002 and UE 1024. E-UTRAN 1018 provides higher data rates than traditional UMTS. It is part of the LTE upgrade for mobile networks, and later releases meet the requirements of the International Mobile Telecommunications (IMT) Advanced and are commonly known as a 4G networks. E-UTRAN 1018 may include of series of logical network components such as E-UTRAN Node B (eNB) 1020 and E-UTRAN Node B (eNB) 1022. E-UTRAN 1018 may contain one or more eNBs. User equipment (UE) 1024 may be any mobile device capable of connecting to E-UTRAN 1018 including, but not limited to, a personal computer, laptop, mobile device, wireless router, or other device capable of wireless connectivity to E-UTRAN 1018. The improved performance of the E-UTRAN 1018 relative to a typical UMTS network allows for increased bandwidth, spectral efficiency, and functionality including, but not limited to, voice, high-speed applications, large data transfer or IPTV, while still allowing for full mobility.

Typically MS 1002 may communicate with any or all of BSS 1004, RNS 1012, or E-UTRAN 1018. In a illustrative system, each of BSS 1004, RNS 1012, and E-UTRAN 1018 may provide MS 1002 with access to core network 1010. Core network 1010 may include of a series of devices that route data and communications between end users. Core network 1010 may provide network service functions to users in the circuit switched (CS) domain or the packet switched (PS) domain. The CS domain refers to connections in which dedicated network resources are allocated at the time of connection establishment and then released when the connection is terminated. The PS domain refers to communications and data transfers that make use of autonomous groupings of bits called packets. Each packet may be routed, manipulated, processed or handled independently of all other packets in the PS domain and does not require dedicated network resources.

The circuit-switched MGW function (CS-MGW) 1026 is part of core network 1010, and interacts with VLR/MSC server 1028 and GMSC server 1030 in order to facilitate core network 1010 resource control in the CS domain. Functions of CS-MGW 1026 include, but are not limited to, media conversion, bearer control, payload processing or other mobile network processing such as handover or anchoring. CS-MGW 1026 may receive connections to MS 1002 through BSS 1004 or RNS 1012.

SGSN 1032 stores subscriber data regarding MS 1002 in order to facilitate network functionality. SGSN 1032 may store subscription information such as, but not limited to, the IMSI, temporary identities, or PDP addresses. SGSN 1032 may also store location information such as, but not limited to, GGSN address for each GGSN 1034 where an active PDP exists. GGSN 1034 may implement a location register function to store subscriber data it receives from SGSN 1032 such as subscription or location information.

Serving gateway (S-GW) 1036 is an interface which provides connectivity between E-UTRAN 1018 and core network 1010. Functions of S-GW 1036 include, but are not limited to, packet routing, packet forwarding, transport level packet processing, or user plane mobility anchoring for inter-network mobility. PCRF 1038 uses information gathered from P-GW 1036, as well as other sources, to make applicable policy and charging decisions related to data flows, network resources or other network administration functions. PDN gateway (PDN-GW) 1040 may provide user-to-services connectivity functionality including, but not limited to, GPRS/EPC network anchoring, bearer session anchoring and control, or IP address allocation for PS domain connections.

HSS 1042 is a database for user information and stores subscription data regarding MS 1002 or UE 1024 for handling calls or data sessions. Networks may contain one HSS 1042 or more if additional resources are required. Example data stored by HSS 1042 include, but is not limited to, user identification, numbering or addressing information, security information, or location information. HSS 1042 may also provide call or session establishment procedures in both the PS and CS domains.

VLR/MSC Server 1028 provides user location functionality. When MS 1002 enters a new network location, it begins a registration procedure. A MSC server for that location transfers the location information to the VLR for the area. A VLR and MSC server may be located in the same computing environment, as is shown by VLR/MSC server 1028, or alternatively may be located in separate computing environments. A VLR may contain, but is not limited to, user information such as the IMSI, the Temporary Mobile Station Identity (TMSI), the Local Mobile Station Identity (LMSI), the last known location of the mobile station, or the SGSN where the mobile station was previously registered. The MSC server may contain information such as, but not limited to, procedures for MS 1002 registration or procedures for handover of MS 1002 to a different section of core network 1010. GMSC server 1030 may serve as a connection to alternate GMSC servers for other MSs in larger networks.

EIR 1044 is a logical element which may store the IMEI for MS 1002. User equipment may be classified as either “white listed” or “black listed” depending on its status in the network. If MS 1002 is stolen and put to use by an unauthorized user, it may be registered as “black listed” in EIR 1044, preventing its use on the network. A MME 1046 is a control node which may track MS 1002 or UE 1024 if the devices are idle. Additional functionality may include the ability of MME 1046 to contact idle MS 1002 or UE 1024 if retransmission of a previous session is required.

As described herein, a telecommunications system wherein management and control utilizing a software designed network (SDN) and a simple IP are based, at least in part, on user equipment, may provide a wireless management and control framework that enables common wireless management and control, such as mobility management, radio resource management, QoS, load balancing, etc., across many wireless technologies, e.g. LTE, Wi-Fi, and future 5G access technologies; decoupling the mobility control from data planes to let them evolve and scale independently; reducing network state maintained in the network based on user equipment types to reduce network cost and allow massive scale; shortening cycle time and improving network upgradability; flexibility in creating end-to-end services based on types of user equipment and applications, thus improve customer experience; or improving user equipment power efficiency and battery life—especially for simple M2M devices—through enhanced wireless management.

While examples of a telecommunications system in which emergency alerts can be processed and managed have been described in connection with various computing devices/processors, the underlying concepts may be applied to any computing device, processor, or system capable of facilitating a telecommunications system. The various techniques described herein may be implemented in connection with hardware or software or, where appropriate, with a combination of both. Thus, the methods and devices may take the form of program code (i.e., instructions) embodied in concrete, tangible, storage media having a concrete, tangible, physical structure. Examples of tangible storage media include floppy diskettes, CD-ROMs, DVDs, hard drives, or any other tangible machine-readable storage medium (computer-readable storage medium). Thus, a computer-readable storage medium is not a signal. A computer-readable storage medium is not a transient signal. Further, a computer-readable storage medium is not a propagating signal. A computer-readable storage medium as described herein is an article of manufacture. When the program code is loaded into and executed by a machine, such as a computer, the machine becomes an device for telecommunications. In the case of program code execution on programmable computers, the computing device will generally include a processor, a storage medium readable by the processor (including volatile or nonvolatile memory or storage elements), at least one input device, and at least one output device. The program(s) can be implemented in assembly or machine language, if desired. The language can be a compiled or interpreted language, and may be combined with hardware implementations.

The methods and devices associated with a telecommunications system as described herein also may be practiced via communications embodied in the form of program code that is transmitted over some transmission medium, such as over electrical wiring or cabling, through fiber optics, or via any other form of transmission, wherein, when the program code is received and loaded into and executed by a machine, such as an EPROM, a gate array, a programmable logic device (PLD), a client computer, or the like, the machine becomes an device for implementing telecommunications as described herein. When implemented on a general-purpose processor, the program code combines with the processor to provide a unique device that operates to invoke the functionality of a telecommunications system. 

1. A system for managing virtual machines within a network infrastructure, comprising: a processor, an input/output device coupled to the processor, and a memory coupled with the processor, the memory comprising executable instructions that when executed by the processor cause the processor to effectuate operations comprising: receiving a plurality of virtual machine (VM) instantiation requests; selecting at least one resource utilization metric associated with the requests; grouping the plurality of VM instantiation requests into a plurality of request groupings based on the at least one resource requirement; assigning the plurality of VM requests to at least one server through utilization of the request groupings.
 2. The system of claim 1, wherein the at least one resource requirement is one of a qualitative measurement and a quantitative measurement.
 3. The system of claim 1, wherein the selecting at least one resource requirement comprises selecting a first resource requirement and a second resource requirement.
 4. The system of claim 3, wherein the first resource requirement is predicted CPU usage and the second resource requirement is predicted memory usage.
 5. The system of claim 3, wherein grouping comprises: selecting a clustering algorithm; selecting the first resource utilization metric and the second resource utilization metric for utilization as clustering criteria in the clustering algorithm; running the clustering algorithm to create a plurality of VM request clusters.
 6. The system of claim 5, wherein assigning comprises: identifying a first cluster of VM requests and a second cluster of VM requests, wherein the first cluster and the second cluster are furthest apart within the plurality of VM request clusters; and assigning at least one VM request from the first cluster and at least one VM request from the second cluster to the same server.
 7. The system of claim 6, wherein assigning further comprises: verifying that assignment of the at least one VM request from first cluster and the at least one VM request from the second cluster will comply with at least one deployment constraint.
 8. The system of claim 1, wherein the at least one resource requirement relates to a time of day at which the VM will utilize at least one resource.
 9. The system of claim 7, wherein grouping comprises creating a first cluster comprising at least one VM request that will utilize the at least one resource during a first time and a second cluster comprising at least one VM request that will utilize the at least one resource during a second time.
 10. The system of claim 1, wherein the operations further comprise: causing a plurality of VMs to be instantiated for the plurality of VM instantiation requests; associating an instantiation time stamp with each of the plurality of VMs; receiving a request to delete at least one of the plurality of VMs; and selecting a VM for deletion that has an instantiation time stamp that is later than that of other of the plurality of VMs.
 11. A method for managing virtual machines in a network, comprising: selecting at least one resource requirement associated with a plurality of virtual machine (VM) instantiation requests; grouping the plurality of VM requests based on a measurement of the at least one resource requirement; assigning the plurality of VM requests to at least one server through utilization of the grouping.
 12. The method of claim 11, wherein the at least one resource requirement is one of a qualitative measurement and a quantitative measurement.
 13. The method of claim 11, wherein the selecting at least one resource requirement comprises selecting a first resource requirement and a second resource requirement.
 14. The method of claim 13, wherein the first resource requirement is predicted CPU usage and the second resource requirement is predicted memory usage.
 15. The method of claim 13, wherein grouping comprises: selecting a clustering algorithm; selecting the first resource utilization metric and the second resource utilization metric for utilization as clustering criteria in the clustering algorithm; running the clustering algorithm to create a plurality of VM request clusters.
 16. The method of claim 15, wherein assigning comprises: identifying a first cluster of VM requests and a second cluster of VM requests, wherein the first cluster and the second cluster are furthest apart within the plurality of VM request clusters; and assigning at least one VM request from the first cluster and one VM request from the second cluster to the same server.
 17. The method of claim 16, wherein assigning further comprises: verifying that assignment of the at least one VM request from first cluster and the at least one VM request from the second cluster will comply with at least one deployment constraint.
 18. The method of claim 11, wherein the at least one resource requirement relates to a time of day at which the VM will utilize at least one resource.
 19. The method of claim 18, wherein grouping comprises creating a first cluster comprising at least one VM request that will utilize the at least one resource during a first time and a second cluster comprising at least one VM request that will utilize the at least one resource during a second time.
 20. The method of claim 11, further comprising: causing a plurality of VMs to be instantiated for the plurality of VM instantiation requests; associating an instantiation time stamp with each of the plurality of VMs; receiving a request to delete at least one of the plurality of VMs; and selecting a VM for deletion that has an instantiation time stamp that is later than that of other of the plurality of VMs. 